YouTube Snapshot 080520

A crawl of YouTube made by Xu Cheng, Cameron Dale and Jiangchuan Liu of Simon Fraser University, which the crawler's log dates from 20 May 2008 to 21 May 2008 (the log's title line reads 'BFS crawl'). It started from 182 seed videos and followed each video's list of related videos breadth-first down to depth 3. The package holds one record for each of the 78,123 videos the crawl visited (182 at depth 0, 1,799 at depth 1, 11,330 at depth 2, 64,812 at depth 3; uploader, age, category, length, number of views, average rating, number of ratings and number of comments) and one directed link for each entry in a visited video's list of related videos (922,966 links from 46,577 videos, with the position in the list as rank). The links lead to 526,894 distinct videos, of which 448,903 were not themselves crawled in this crawl and so have no record. It is one of the crawl snapshots of the collection youtube-sfu-collection, and the single row of snapshots describes the crawl from its log.

#Network snapshot#Related video#Sfu youtube#Video metadata#View count

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 526,999 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

527K
Nodes
923K
Edges
3.32e-06
Density
5
Components
0.0031
Assortativity
13.8%
Reciprocity
382.5K
Bridges
Most central nodes
ShgHepKxyx00.00024
EWSSvW-rPg80.00022
NvSP0hRAk5U0.00022
i52EhOqjAbk0.00022
mBoCik8RKpc0.00019
RBDkHm0Q6Xw0.00017
cU0FCTYl-9w0.00017
jEOkxRLzBf00.00017
JvYpRXiJJSI0.00016
BJ5GXtzGPGw0.00015
Content metrics

78,005 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 934.721 ± 220.475
min 0max 1.2K
lengthμ 210.548 ± 214.98
min 0max 7.4K
viewsμ 15.2K ± 60.9K
min 0max 6.9M
rateavg 3.84 / 5
0std 1.665
ratingsμ 29.422 ± 116.447
min 0max 9.9K
commentsμ 25.408 ± 105.232
min -3max 6K

Record

Catalog key
youtube-sfu-080520
Authors
Cheng, Xu; Dale, Cameron; Liu, Jiangchuan
Year
2008
Source paper
Statistics and Social Network of YouTube Videos
DOI / arXiv
10.1109/iwqos.2008.32
License
Academic use only (LicenseRef-Research-Only)
Records
526,999
Nodes
526,999
Edges
922,963 (directed)
Nodes are
video
Edges are
related video
Attributes
nodes have no attributes; edges have no attributes
Text corpus
video metadata
Languages
en
Collected
2007-2008 (2000s)
Tasks
Recommendation (ranking) inferred, Rating prediction (regression; rate) inferred
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://netsg.cs.sfu.ca/youtubedata/ link checked
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 8.3 MB across 1 files. Checksums in MANIFEST.json. For use, start with the data package below.
Data package
Version 1.0.0 of this dataset as an ECHO Data Package: items (78,123 rows), edges (922,966 rows), snapshots (1 rows).
Structure
Multigraph (repeated links)

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@inproceedings{cheng2008statistics,
  title        = {Statistics and social network of youtube videos},
  author       = {Cheng, Xu and Dale, Cameron and Liu, Jiangchuan},
  booktitle    = {2008 16th International Workshop on Quality of Service},
  pages        = {229-238},
  year         = {2008},
  organization = {IEEE}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Cheng, X., Dale, C., & Liu, J. (2008). YouTube Snapshot 080520 [Data set]. https://doi.org/10.1109/iwqos.2008.32

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Cheng, Xu, et al. YouTube Snapshot 080520. 2008, doi.org/10.1109/iwqos.2008.32.

BibTeX · RIS · CSL-JSON

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